Applied software + environmental modeling

Geometry, weather, and map data turned into a fast recommendation tool.

SunnySips takes physical outdoor conditions and translates them into a usable app experience without making the user think about the model.

SunnySips map interfaceSunnySips recommendations view

Context

The project is not robotics, but it shows the same engineering instinct: model the real world, make the data contracts predictable, and surface results through an interface that feels simple because the technical work is hidden underneath.

Stack / themes

SwiftUIFastAPIGeospatial modelingWeather data

Contributions

Modeled sun position, urban occlusion, weather attenuation, and location context.
Built a SwiftUI-facing product surface around live environmental logic.
Tightened defaults and data contracts so recommendations stayed predictable.
Used snapshots and compact data outputs to keep behavior easier to inspect.